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08/19/2023
DatasetEquity: Are All Samples Created Equal? In The Quest For Equity Within Datasets
Data imbalance is a well-known issue in the field of machine learning, a...
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04/06/2023
LANe: Lighting-Aware Neural Fields for Compositional Scene Synthesis
Neural fields have recently enjoyed great success in representing and re...
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04/01/2022
SIMBAR: Single Image-Based Scene Relighting For Effective Data Augmentation For Automated Driving Vision Tasks
Real-world autonomous driving datasets comprise of images aggregated fro...
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04/28/2020